Learning to Manipulate Individual Objects in an Image

Computer Vision and Pattern Recognition (CVPR), 2020

11 April 2020

Papers citing "Learning to Manipulate Individual Objects in an Image"

25 / 25 papers shown

Title
Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy José-Fabian Villa-Vásquez M. Pedersoli 343 3 0 30 Oct 2024
Towards Learning Geometric Eigen-Lengths Crucial for Fitting Tasks Yijia Weng Kaichun Mo Ruoxi Shi Yanchao Yang Leonidas Guibas 214 4 0 25 Dec 2023
Divided Attention: Unsupervised Multi-Object Discovery with Contextually Separated Slots Dong Lao Zhengyang Hu Francesco Locatello Yanchao Yang Stefano Soatto OCL 293 5 0 04 Apr 2023
BlobGAN-3D: A Spatially-Disentangled 3D-Aware Generative Model for Indoor Scenes Qian Wang Yiqun Wang Michael Birsak Peter Wonka 297 8 0 26 Mar 2023
The Learnable Typewriter: A Generative Approach to Text AnalysisIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Ioannis Siglidis Nicolas Gonthier J. Gaubil Tom Monnier Mathieu Aubry 261 2 0 03 Feb 2023
Semantic 3D-aware Portrait Synthesis and Manipulation Based on Compositional Neural Radiance FieldAAAI Conference on Artificial Intelligence (AAAI), 2023 Tianxiang Ma Bingchuan Li Qian He Jing Dong Tieniu Tan 213 13 0 03 Feb 2023
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation LearningCLEaR (CLEaR), 2023 Yuejiang Liu Alexandre Alahi Chris Russell Max Horn Dominik Zietlow Bernhard Schölkopf Francesco Locatello CML 207 27 0 12 Jan 2023
Compositional Scene Modeling with Global Object-Centric RepresentationsMachine-mediated learning (ML), 2022 Tonglin Chen Bin Li Zhimeng Shen Xiangyang Xue OCL 234 3 0 21 Nov 2022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic VideosNeural Information Processing Systems (NeurIPS), 2022 Gautam Singh Yi-Fu Wu Sungjin Ahn OCL 339 145 0 27 May 2022
Inductive Biases for Object-Centric Representations in the Presence of Complex Textures Samuele Papa Ole Winther Andrea Dittadi OCL 301 15 0 18 Apr 2022
Object Pursuit: Building a Space of Objects via Discriminative Weight Generation Chuanyu Pan Yanchao Yang Kaichun Mo Yueqi Duan Leonidas Guibas OCL 111 1 0 15 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and EditingComputer Vision and Pattern Recognition (CVPR), 2021 Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 357 102 0 04 Dec 2021
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation Laurynas Karazija Iro Laina Christian Rupprecht 3DV VOS 262 99 0 19 Nov 2021
Illiterate DALL-E Learns to Compose Gautam Singh Fei Deng Sungjin Ahn CoGe OCL 294 161 0 17 Oct 2021
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting Yiren Jian Chongyang Gao 193 4 0 05 Oct 2021
Generalization and Robustness Implications in Object-Centric Learning Andrea Dittadi Samuele Papa Michele De Vita Bernhard Schölkopf Ole Winther Francesco Locatello OCL OOD 242 80 0 01 Jul 2021
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object RepresentationsInternational Conference on Machine Learning (ICML), 2021 Patrick Emami Pan He Sanjay Ranka Anand Rangarajan OCL 288 45 0 07 Jun 2021
Unsupervised Layered Image Decomposition into Object PrototypesIEEE International Conference on Computer Vision (ICCV), 2021 Tom Monnier Elliot Vincent Jean Ponce Mathieu Aubry OCL 252 60 0 29 Apr 2021
GENESIS-V2: Inferring Unordered Object Representations without Iterative RefinementNeural Information Processing Systems (NeurIPS), 2021 Martin Engelcke Oiwi Parker Jones Ingmar Posner OCL 251 127 0 20 Apr 2021
Learning Semantic-Aware Dynamics for Video PredictionComputer Vision and Pattern Recognition (CVPR), 2021 Xinzhu Bei Yanchao Yang Stefano Soatto VGen 149 36 0 20 Apr 2021
Knowledge-Guided Object Discovery with Acquired Deep ImpressionsAAAI Conference on Artificial Intelligence (AAAI), 2021 Jinyang Yuan Bin Li Xiangyang Xue OCL 197 6 0 19 Mar 2021
Image-Graph-Image Translation via Auto-Encoding Chenyang Lu Gijs Dubbelman SSL GNN 124 2 0 10 Dec 2020
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 479 285 0 09 Dec 2020
Weakly Supervised Learning of Multi-Object 3D Scene Decompositions Using Deep Shape Priors Cathrin Elich Martin R. Oswald Marc Pollefeys Joerg Stueckler OCL 3DPC 3DV 352 12 0 08 Oct 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 455 988 0 26 Jun 2020